Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Amazon Aurora skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Aurora over the 6 months to 28 May 2022 with a comparison to the same period in the previous 2 years.

Amazon Aurora
England > London
6 months to
28 May 2022		 Same period 2021 Same period 2020
Rank 417 458 573
Rank change year-on-year +41 +115 +118
Permanent jobs citing Amazon Aurora 612 160 51
As % of all permanent jobs advertised in London 0.85% 0.45% 0.14%
As % of the Database & Business Intelligence category 2.66% 1.56% 0.49%
Number of salaries quoted 98 103 36
10th Percentile £68,750 £69,000 £53,750
25th Percentile £81,250 £87,500 £62,188
Median annual salary (50th Percentile) £85,000 £95,000 £75,000
Median % change year-on-year -10.53% +26.67% -
75th Percentile £93,750 £132,500 £100,000
90th Percentile £104,875 £133,250 £112,500
England median annual salary £85,000 £95,000 £67,500
% change year-on-year -10.53% +40.74% -

Amazon Aurora is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 23,034 10,262 10,380
As % of all permanent IT jobs advertised in London 31.92% 29.03% 27.56%
Number of salaries quoted 8,926 7,311 8,498
10th Percentile £45,000 £43,750 £40,000
25th Percentile £53,750 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -
75th Percentile £90,000 £87,500 £85,000
90th Percentile £108,750 £102,500 £105,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Amazon Aurora
Job Vacancy Trend in London

Job postings citing Amazon Aurora as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon Aurora in London

Amazon Aurora
Salary Trend in London

3-month moving average salary quoted in jobs citing Amazon Aurora in London.

Salary trend for Amazon Aurora in London

Amazon Aurora
Salary Histogram in London

Salary distribution for jobs citing Amazon Aurora in London over the 6 months to 28 May 2022.

Salary histogram for Amazon Aurora in London

Amazon Aurora
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Aurora within the London region over the 6 months to 28 May 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Jobs
Central London -36 9 £72,500 -12.12% 3
West London - 1 £62,500 -
Amazon Aurora
England

For the 6 months to 28 May 2022, IT jobs citing Amazon Aurora also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Amazon Aurora.

1 487 (79.58%) AWS
2 376 (61.44%) Docker
3 347 (56.70%) PostgreSQL
4 322 (52.61%) Agile
5 319 (52.12%) Kubernetes
6 318 (51.96%) Software Engineering
7 316 (51.63%) Java
8 292 (47.71%) CI/CD
9 286 (46.73%) Microservices
10 284 (46.41%) MySQL
11 265 (43.30%) Test Automation
12 260 (42.48%) Kafka
13 257 (41.99%) React
14 229 (37.42%) Finance
15 207 (33.82%) Serverless
16 196 (32.03%) Python
17 190 (31.05%) AWS Lambda
18 167 (27.29%) Jenkins
19 163 (26.63%) Spring
20 160 (26.14%) React Native
21 158 (25.82%) Spring Boot
22 154 (25.16%) Amazon DynamoDB
23 151 (24.67%) TDD
24 146 (23.86%) Amazon S3
25 144 (23.53%) SQL
26 133 (21.73%) TypeScript
27 127 (20.75%) REST
28 125 (20.42%) DevOps
29 124 (20.26%) JavaScript
29 124 (20.26%) Retail

Amazon Aurora
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 45 (7.35%) SAS
2 28 (4.58%) Elasticsearch
3 21 (3.43%) Apache
4 20 (3.27%) Apache Spark
5 14 (2.29%) Confluence
6 9 (1.47%) CMS
6 9 (1.47%) WordPress
7 6 (0.98%) Tomcat
8 5 (0.82%) Adobe Experience Manager
9 1 (0.16%) Apache Pulsar
Business Applications
1 12 (1.96%) Payment Gateway
Cloud Services
1 487 (79.58%) AWS
2 207 (33.82%) Serverless
3 190 (31.05%) AWS Lambda
4 146 (23.86%) Amazon S3
5 92 (15.03%) Amazon ECS
5 92 (15.03%) GitHub
6 72 (11.76%) Azure
7 60 (9.80%) GCP
8 58 (9.48%) Amazon SQS
9 52 (8.50%) AWS CloudFormation
10 51 (8.33%) Amazon EC2
11 48 (7.84%) Amazon ElastiCache
12 47 (7.68%) Amazon Kinesis
13 46 (7.52%) Cloud Computing
14 41 (6.70%) AWS Fargate
15 36 (5.88%) Azure Data Factory
15 36 (5.88%) Collibra
16 34 (5.56%) Contentful
17 33 (5.39%) Amazon CloudWatch
17 33 (5.39%) SaaS
Communications & Networking
1 28 (4.58%) HTTP
2 12 (1.96%) SMS
3 9 (1.47%) SD-WAN
3 9 (1.47%) WAN
4 6 (0.98%) DNS
5 5 (0.82%) Firewall
5 5 (0.82%) Skype
6 3 (0.49%) VPN
7 1 (0.16%) TCP/IP
Database & Business Intelligence
1 347 (56.70%) PostgreSQL
2 284 (46.41%) MySQL
3 154 (25.16%) Amazon DynamoDB
4 116 (18.95%) Amazon RDS
5 105 (17.16%) Relational Database
6 94 (15.36%) Redis
7 90 (14.71%) NoSQL
8 68 (11.11%) Amazon Redshift
9 59 (9.64%) Amazon Athena
10 49 (8.01%) Metadata
11 42 (6.86%) SQL Server
12 36 (5.88%) KNIME
13 35 (5.72%) Data Warehouse
14 29 (4.74%) Data Lake
15 19 (3.10%) MongoDB
16 17 (2.78%) Big Data
17 16 (2.61%) Hadoop
17 16 (2.61%) Oracle Database
18 13 (2.12%) Amazon QuickSight
18 13 (2.12%) OLTP
Development Applications
1 167 (27.29%) Jenkins
2 114 (18.63%) Git (software)
3 105 (17.16%) Babel
4 97 (15.85%) Cypress.io
5 96 (15.69%) GitLab
6 71 (11.60%) Selenium
7 69 (11.27%) CircleCI
8 64 (10.46%) Bitbucket
9 61 (9.97%) JIRA
10 55 (8.99%) Postman
11 38 (6.21%) Appium
12 17 (2.78%) Cucumber
13 15 (2.45%) Artifactory
13 15 (2.45%) JUnit
14 14 (2.29%) REST Assured
15 13 (2.12%) ERwin
15 13 (2.12%) webpack
16 10 (1.63%) Capybara
16 10 (1.63%) Pivotal Tracker
16 10 (1.63%) RSpec
General
1 229 (37.42%) Finance
2 124 (20.26%) Retail
3 109 (17.81%) Social Skills
4 62 (10.13%) Banking
5 50 (8.17%) Games
6 45 (7.35%) Billing
7 34 (5.56%) Legal
8 31 (5.07%) Pharmaceutical
9 30 (4.90%) Wearables
10 28 (4.58%) Tech for Good
11 27 (4.41%) Marketing
12 20 (3.27%) Advertising
13 18 (2.94%) Analytical Skills
13 18 (2.94%) Inclusion and Diversity
14 8 (1.31%) Financial Institution
14 8 (1.31%) Retail Banking
15 5 (0.82%) Organisational Skills
15 5 (0.82%) Retail Finance
Job Titles
1 264 (43.14%) Software Engineer
2 120 (19.61%) Senior Software Engineer
3 71 (11.60%) Java Engineer
4 70 (11.44%) Senior Java Engineer
5 62 (10.13%) Data Engineer
6 58 (9.48%) QA Engineer
7 56 (9.15%) Java Software Engineer
8 55 (8.99%) Senior Java Software Engineer
9 53 (8.66%) Developer
10 33 (5.39%) DevOps Engineer
11 30 (4.90%) Senior Developer
12 25 (4.08%) AWS Engineer
13 21 (3.43%) Development Engineer
13 21 (3.43%) Full Stack Developer
13 21 (3.43%) Senior Development Engineer
13 21 (3.43%) Senior Software Development Engineer
13 21 (3.43%) Software Development Engineer
14 20 (3.27%) Mobile Engineer
15 19 (3.10%) Backend Developer
15 19 (3.10%) Senior Backend Developer
Libraries, Frameworks & Software Standards
1 260 (42.48%) Kafka
2 257 (41.99%) React
3 163 (26.63%) Spring
4 160 (26.14%) React Native
5 158 (25.82%) Spring Boot
6 127 (20.75%) REST
7 121 (19.77%) RabbitMQ
8 89 (14.54%) Node.js
9 86 (14.05%) RESTful
10 76 (12.42%) Redux
11 73 (11.93%) Middleware
12 64 (10.46%) Samza
13 63 (10.29%) GraphQL
14 59 (9.64%) Symfony
15 58 (9.48%) Laravel
16 49 (8.01%) XML
17 45 (7.35%) CSS
18 44 (7.19%) HTML
19 42 (6.86%) Django
19 42 (6.86%) Jest
Miscellaneous
1 68 (11.11%) Mobile App
2 45 (7.35%) Credit Risk
3 39 (6.37%) Cloud Native
4 20 (3.27%) Virtual Team
5 18 (2.94%) Legacy Systems
5 18 (2.94%) PropTech
6 17 (2.78%) Data Structures
7 16 (2.61%) Self-Motivation
8 12 (1.96%) Client/Server
9 10 (1.63%) Cyber Defence
9 10 (1.63%) Cyberattack
9 10 (1.63%) Private Cloud
10 9 (1.47%) Housing Association
10 9 (1.47%) Hybrid Cloud
10 9 (1.47%) Over-the-Top Content
10 9 (1.47%) Sports Betting
10 9 (1.47%) User Experience
11 8 (1.31%) e-Learning
12 7 (1.14%) Blog
12 7 (1.14%) NHS
Operating Systems
1 47 (7.68%) Linux
2 15 (2.45%) Ubuntu
3 10 (1.63%) Unix
4 9 (1.47%) Windows
4 9 (1.47%) Windows Server
5 4 (0.65%) Alpine Linux
5 4 (0.65%) Amazon Linux
5 4 (0.65%) Android
5 4 (0.65%) Apple iOS
6 2 (0.33%) VMS
7 1 (0.16%) CentOS
Processes & Methodologies
1 322 (52.61%) Agile
2 318 (51.96%) Software Engineering
3 292 (47.71%) CI/CD
4 286 (46.73%) Microservices
5 265 (43.30%) Test Automation
6 151 (24.67%) TDD
7 125 (20.42%) DevOps
8 117 (19.12%) Full Stack Development
9 115 (18.79%) Peer-to-Peer Lending
10 107 (17.48%) SDLC
11 105 (17.16%) BDD
12 92 (15.03%) Open Source
13 80 (13.07%) Mentoring
14 77 (12.58%) Personalization
15 70 (11.44%) Data Science
16 66 (10.78%) Infrastructure as Code
17 65 (10.62%) Machine Learning
18 62 (10.13%) Fintech
19 59 (9.64%) Data Modelling
20 56 (9.15%) ETL
Programming Languages
1 316 (51.63%) Java
2 196 (32.03%) Python
3 144 (23.53%) SQL
4 133 (21.73%) TypeScript
5 124 (20.26%) JavaScript
6 118 (19.28%) Kotlin
7 81 (13.24%) PHP
8 48 (7.84%) C#
9 44 (7.19%) Scala
10 43 (7.03%) Go
11 17 (2.78%) Ruby
12 13 (2.12%) PowerShell
13 8 (1.31%) ES6
14 5 (0.82%) Bash
14 5 (0.82%) Perl
15 3 (0.49%) R
16 2 (0.33%) Clojure
Qualifications
1 51 (8.33%) Degree
2 21 (3.43%) Computer Science Degree
3 17 (2.78%) AWS Certification
4 12 (1.96%) Numerate Degree
5 9 (1.47%) Security Cleared
6 8 (1.31%) DBS Check
7 4 (0.65%) OCPJP
7 4 (0.65%) Oracle Certification
7 4 (0.65%) Sun Certification
8 3 (0.49%) Master's Degree
9 1 (0.16%) RHCE
Quality Assurance & Compliance
1 73 (11.93%) QA
2 36 (5.88%) CDISC
2 36 (5.88%) HL7
3 18 (2.94%) GDPR
4 10 (1.63%) Data Quality
5 3 (0.49%) SLA
System Software
1 376 (61.44%) Docker
2 9 (1.47%) Active Directory
3 4 (0.65%) HDFS
4 1 (0.16%) Virtual Machines
Systems Management
1 319 (52.12%) Kubernetes
2 90 (14.71%) Terraform
3 58 (9.48%) Grafana
4 39 (6.37%) Prometheus
5 33 (5.39%) Kibana
6 28 (4.58%) Ansible
7 10 (1.63%) Graphite
7 10 (1.63%) Istio
7 10 (1.63%) Sysdig
8 9 (1.47%) Graylog
8 9 (1.47%) Opsgenie
9 4 (0.65%) Nagios
9 4 (0.65%) Packer
9 4 (0.65%) Puppet
10 3 (0.49%) Opscode Chef
11 1 (0.16%) collectd
Vendors
1 41 (6.70%) New Relic
2 37 (6.05%) Talend
3 36 (5.88%) Alteryx
3 36 (5.88%) Oracle
4 34 (5.56%) Elastic Path
5 31 (5.07%) Cadence
5 31 (5.07%) Optimizely
6 19 (3.10%) Google
7 11 (1.80%) Zend
8 9 (1.47%) Databricks
8 9 (1.47%) VMware
8 9 (1.47%) Zscaler
9 8 (1.31%) Adobe
10 7 (1.14%) Apple
11 6 (0.98%) Microsoft
12 5 (0.82%) Informatica
12 5 (0.82%) WorldPay
13 4 (0.65%) CA
13 4 (0.65%) Cognizant
13 4 (0.65%) Embarcadero